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CrimsonREwind/README.md

Ayush Verma

Data Science & AI Undergraduate | Building Intelligent, Data-Driven Solutions


About Me

I'm a Data Science and Artificial Intelligence student focused on designing and deploying end-to-end machine learning applications. My work spans predictive modeling, recommendation systems, and data visualization—with an emphasis on delivering measurable analytical impact.

I enjoy transforming complex datasets into actionable insights and building tools that solve real problems.

  • Based in Lucknow, India
  • Pursuing BCA in Data Science & AI at Babu Banarasi Das University (2023–2026)
  • Portfolio: ayushworks.dev

Technical Skills

Languages
Python SQL

Data Science & ML
NumPy Pandas Scikit-learn Matplotlib Seaborn

Databases & BI
MySQL MongoDB Power BI IBM Cognos

Developer Tools
Git Docker VS Code Jupyter Google Colab


Featured Projects

Analyzed 10,000+ telecom customer records and built predictive models achieving 85% accuracy in identifying high-risk churn customers.

Content-based recommendation engine using TF-IDF and cosine similarity on 10,000+ movies. Deployed as a live Flask web application.

Face-recognition-based image organization system that automated photo sorting, reducing manual organization time by ~80%. Built with Python backend and React frontend.


Current Focus

  • Deepening expertise in deep learning and neural network architectures
  • Exploring MLOps practices for production-grade model deployment
  • Contributing to open-source data science tooling

Connect

LinkedIn Portfolio Email


Open to collaboration on data science projects and research opportunities.

Pinned Loading

  1. Image-Organizer-AI-Face-Recognition Image-Organizer-AI-Face-Recognition Public

    JavaScript

  2. Telco_Churn_Prediction_SPSS Telco_Churn_Prediction_SPSS Public

    Customer churn prediction workflow in IBM SPSS Modeler with data preprocessing and CHAID modeling.